{"id":"W2267222845","doi":"10.1038/nrurol.2015.265","title":"A step closer to individualized treatment for bladder cancer","year":2015,"lang":"en","type":"review","venue":"Nature Reviews Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Bladder cancer; Chemotherapy; Oncology; Disease; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001149447,0.0007536149,0.001912046,0.001569167,0.0002871096,0.001231945,0.0008134794,0.001474292,0.006252205],"category_scores_gemma":[0.001747233,0.0002992543,0.0008951477,0.001185673,0.0005719177,0.002159155,0.001061578,0.003773622,0.001426853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008376349,"about_ca_system_score_gemma":0.001828185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243706,"about_ca_topic_score_gemma":0.004275427,"domain_scores_codex":[0.9996419,0.0001153911,0.00005928558,0.00005117555,0.0001011814,0.0000310006],"domain_scores_gemma":[0.9992236,0.0004793428,0.00008932635,0.00002111272,0.0001396171,0.00004699004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008252852,0.00006365164,0.000197321,0.02527428,0.0002082166,0.0001232503,0.00006721106,0.0003184892,0.0006597473,0.005048639,0.07393486,0.8940217],"study_design_scores_gemma":[0.00005139457,0.00009749785,0.0006929611,0.01012807,0.0003315153,0.0005062227,0.00006579643,0.0001287938,0.000160846,0.003834459,0.9839797,0.0000226764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006938852,0.9955576,0.0002074407,0.002571776,0.0006076865,0.000005010952,0.00002150265,0.00001214476,0.0009474771],"genre_scores_gemma":[0.001110106,0.9934384,0.0005722599,0.003181247,0.0008701864,0.00000893796,0.00004154198,0.000004488814,0.0007728958],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006252205,"threshold_uncertainty_score":0.02091569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1237978123322671,"score_gpt":0.4702625592657693,"score_spread":0.3464647469335022,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}